Added unit tests

[adhikars11]

No description provided.

[topepo]

The R CMD check results are below. You should try to make sure that everything is passing before a PR (draft or otherwise).

Most of the messages below are due to these issues:

• You have a lot of empty examples in the documentation. I would just take them out if you don't have them.
• There a many namespace issues. I would completely import ggplot, rlang, and dplyr. Otherwise, you should namespace everything (i.e., use tune::.get_tune_outcome_names instead of just .get_tune_outcome_names).
  • Most of the "no visible global function definition" notes are related to this.
  • Also, whenever you use a function from the package, it needs to be in the Import field of the DESCRIPTION file. You need to import plotly and rlang
  • Related to ☝️ , don't import tidymodels or tidyverse. Figure out the specific packages that you need and import them.
• You should document your data objects, even just to say that they are internal objects used for development. See the R packages book for details.
• There are a few function arguments that are undocumented. I think that this can be solved by using more @inheritParams directives.

==> devtools::check()

ℹ Updating shinymodels documentation
ℹ Loading shinymodels
Registered S3 method overwritten by 'tune':
  method                   from   
  required_pkgs.model_spec parsnip
Warning: [/Users/max/github/shinymodels/R/Misc.R:11] @examples requires a value
Warning: [/Users/max/github/shinymodels/R/Misc.R:34] @examples requires a value
Warning: [/Users/max/github/shinymodels/R/Misc.R:52] @examples requires a value
Warning: [/Users/max/github/shinymodels/R/regression_diag_plots.R:10] @examples requires a value
Warning: [/Users/max/github/shinymodels/R/regression_diag_plots.R:33] @examples requires a value
Warning: [/Users/max/github/shinymodels/R/regression_diag_plots.R:57] @examples requires a value
Warning: [/Users/max/github/shinymodels/R/regression_diag_plots.R:82] @examples requires a value
Warning: [/Users/max/github/shinymodels/R/two_class_diag_plots.R:9] @examples requires a value
Warning: [/Users/max/github/shinymodels/R/two_class_diag_plots.R:38] @examples requires a value
Warning: [/Users/max/github/shinymodels/R/two_class_diag_plots.R:61] @examples requires a value
Warning: [/Users/max/github/shinymodels/R/two_class_diag_plots.R:106] @examples requires a value
Warning: [/Users/max/github/shinymodels/R/two_class_diag_plots.R:149] @examples requires a value
Warning: [/Users/max/github/shinymodels/R/two_class_diag_plots.R:174] @examples requires a value
Writing NAMESPACE
Writing NAMESPACE
── Building ─────────────────────────────────────────────────────────────────────────────────────────── shinymodels ──
Setting env vars:
• CFLAGS    : -Wall -pedantic -fdiagnostics-color=always
• CXXFLAGS  : -Wall -pedantic -fdiagnostics-color=always
• CXX11FLAGS: -Wall -pedantic -fdiagnostics-color=always
──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
✓  checking for file ‘/Users/max/github/shinymodels/DESCRIPTION’ ...
─  preparing ‘shinymodels’:
✓  checking DESCRIPTION meta-information ...
─  checking for LF line-endings in source and make files and shell scripts
─  checking for empty or unneeded directories
─  building ‘shinymodels_0.0.0.9000.tar.gz’
   
── Checking ─────────────────────────────────────────────────────────────────────────────────────────── shinymodels ──
Setting env vars:
• _R_CHECK_CRAN_INCOMING_REMOTE_: FALSE
• _R_CHECK_CRAN_INCOMING_       : FALSE
• _R_CHECK_FORCE_SUGGESTS_      : FALSE
• NOT_CRAN                      : true
── R CMD check ─────────────────────────────────────────────────────────────────
─  using log directory ‘/Users/max/github/shinymodels.Rcheck’
─  using R version 4.1.0 (2021-05-18)
─  using platform: x86_64-apple-darwin17.0 (64-bit)
─  using session charset: UTF-8
─  using options ‘--no-manual --as-cran’
✓  checking for file ‘shinymodels/DESCRIPTION’
─  this is package ‘shinymodels’ version ‘0.0.0.9000’
─  package encoding: UTF-8
✓  checking package namespace information
✓  checking package dependencies (3.8s)
✓  checking if this is a source package ...
✓  checking if there is a namespace
✓  checking for executable files ...
✓  checking for hidden files and directories
✓  checking for portable file names
✓  checking for sufficient/correct file permissions
✓  checking serialization versions ...
✓  checking whether package ‘shinymodels’ can be installed (3.6s)
N  checking installed package size ...
     installed size is  6.6Mb
     sub-directories of 1Mb or more:
       data   6.5Mb
✓  checking package directory ...
✓  checking for future file timestamps (417ms)
N  checking DESCRIPTION meta-information ...
   Malformed Description field: should contain one or more complete sentences.
✓  checking top-level files ...
✓  checking for left-over files ...
✓  checking index information
✓  checking package subdirectories ...
✓  checking R files for non-ASCII characters ...
✓  checking R files for syntax errors ...
✓  checking whether the package can be loaded ...
✓  checking whether the package can be loaded with stated dependencies ...
✓  checking whether the package can be unloaded cleanly ...
✓  checking whether the namespace can be loaded with stated dependencies ...
✓  checking whether the namespace can be unloaded cleanly ...
✓  checking loading without being on the library search path ...
W  checking dependencies in R code (1.8s)
   '::' or ':::' imports not declared from:
     ‘plotly’ ‘rlang’
✓  checking S3 generic/method consistency (950ms)
✓  checking replacement functions ...
✓  checking foreign function calls ...
N  checking R code for possible problems (2.1s)
   first_class_prob_name: no visible global function definition for ‘sym’
   organize_data: no visible global function definition for
     ‘.get_tune_outcome_names’
   organize_data: no visible global function definition for
     ‘collect_predictions’
   organize_data: no visible global function definition for ‘mutate’
   organize_data: no visible global function definition for ‘sym’
   organize_data: no visible binding for global variable ‘.pred’
   organize_data: no visible global function definition for ‘inner_join’
   organize_data: no visible global function definition for ‘add_rowindex’
   organize_data: no visible global function definition for ‘select’
   plot_numeric_obs_pred: no visible global function definition for
     ‘ggplot’
   plot_numeric_obs_pred: no visible global function definition for ‘aes’
   plot_numeric_obs_pred: no visible global function definition for ‘sym’
   plot_numeric_obs_pred: no visible binding for global variable ‘.pred’
   plot_numeric_obs_pred: no visible global function definition for
     ‘geom_abline’
   plot_numeric_obs_pred: no visible global function definition for
     ‘geom_point’
   plot_numeric_obs_pred: no visible binding for global variable ‘.color’
   plot_numeric_obs_pred: no visible global function definition for
     ‘scale_color_identity’
   plot_numeric_obs_pred: no visible global function definition for
     ‘coord_obs_pred’
   plot_numeric_obs_pred: no visible global function definition for ‘labs’
   plot_numeric_obs_pred: no visible global function definition for
     ‘theme_bw’
   plot_numeric_obs_pred: no visible global function definition for
     ‘theme’
   plot_numeric_obs_pred: no visible global function definition for
     ‘ggplotly’
   plot_numeric_res_factorcol: no visible global function definition for
     ‘ggplot’
   plot_numeric_res_factorcol: no visible global function definition for
     ‘aes’
   plot_numeric_res_factorcol: no visible global function definition for
     ‘reorder’
   plot_numeric_res_factorcol: no visible global function definition for
     ‘sym’
   plot_numeric_res_factorcol: no visible binding for global variable
     ‘.residual’
   plot_numeric_res_factorcol: no visible global function definition for
     ‘geom_point’
   plot_numeric_res_factorcol: no visible global function definition for
     ‘geom_abline’
   plot_numeric_res_factorcol: no visible binding for global variable
     ‘.color’
   plot_numeric_res_factorcol: no visible global function definition for
     ‘scale_color_identity’
   plot_numeric_res_factorcol: no visible global function definition for
     ‘coord_obs_pred’
   plot_numeric_res_factorcol: no visible global function definition for
     ‘labs’
   plot_numeric_res_factorcol: no visible global function definition for
     ‘theme_bw’
   plot_numeric_res_factorcol: no visible global function definition for
     ‘theme’
   plot_numeric_res_factorcol: no visible global function definition for
     ‘ggplotly’
   plot_numeric_res_numcol: no visible global function definition for
     ‘ggplot’
   plot_numeric_res_numcol: no visible global function definition for
     ‘aes’
   plot_numeric_res_numcol: no visible global function definition for
     ‘sym’
   plot_numeric_res_numcol: no visible binding for global variable
     ‘.residual’
   plot_numeric_res_numcol: no visible global function definition for
     ‘geom_abline’
   plot_numeric_res_numcol: no visible global function definition for
     ‘geom_point’
   plot_numeric_res_numcol: no visible binding for global variable
     ‘.color’
   plot_numeric_res_numcol: no visible global function definition for
     ‘scale_color_identity’
   plot_numeric_res_numcol: no visible global function definition for
     ‘coord_obs_pred’
   plot_numeric_res_numcol: no visible global function definition for
     ‘labs’
   plot_numeric_res_numcol: no visible global function definition for
     ‘theme_bw’
   plot_numeric_res_numcol: no visible global function definition for
     ‘theme’
   plot_numeric_res_numcol: no visible global function definition for
     ‘ggplotly’
   plot_numeric_res_pred: no visible global function definition for
     ‘ggplot’
   plot_numeric_res_pred: no visible global function definition for ‘aes’
   plot_numeric_res_pred: no visible global function definition for ‘sym’
   plot_numeric_res_pred: no visible binding for global variable
     ‘.residual’
   plot_numeric_res_pred: no visible global function definition for
     ‘geom_abline’
   plot_numeric_res_pred: no visible global function definition for
     ‘geom_point’
   plot_numeric_res_pred: no visible binding for global variable ‘.color’
   plot_numeric_res_pred: no visible global function definition for
     ‘scale_color_identity’
   plot_numeric_res_pred: no visible global function definition for
     ‘coord_obs_pred’
   plot_numeric_res_pred: no visible global function definition for ‘labs’
   plot_numeric_res_pred: no visible global function definition for
     ‘theme_bw’
   plot_numeric_res_pred: no visible global function definition for
     ‘theme’
   plot_numeric_res_pred: no visible global function definition for
     ‘ggplotly’
   plot_twoclass_conf_mat: no visible global function definition for
     ‘augment’
   plot_twoclass_conf_mat: no visible global function definition for
     ‘conf_mat’
   plot_twoclass_conf_mat: no visible binding for global variable ‘Class’
   plot_twoclass_conf_mat: no visible binding for global variable
     ‘.pred_class’
   plot_twoclass_conf_mat: no visible global function definition for
     ‘autoplot’
   plot_twoclass_obs_pred: no visible global function definition for
     ‘augment’
   plot_twoclass_obs_pred: no visible global function definition for
     ‘ggplot’
   plot_twoclass_obs_pred: no visible global function definition for ‘aes’
   plot_twoclass_obs_pred: no visible global function definition for
     ‘geom_histogram’
   plot_twoclass_obs_pred: no visible global function definition for
     ‘facet_wrap’
   plot_twoclass_obs_pred: no visible global function definition for
     ‘labeller’
   plot_twoclass_obs_pred: no visible binding for global variable
     ‘label_both’
   plot_twoclass_obs_pred: no visible global function definition for
     ‘labs’
   plot_twoclass_obs_pred: no visible global function definition for
     ‘lims’
   plot_twoclass_pr: no visible global function definition for ‘augment’
   plot_twoclass_pr: no visible global function definition for ‘pr_curve’
   plot_twoclass_pr: no visible binding for global variable ‘Class’
   plot_twoclass_pr: no visible global function definition for ‘mutate’
   plot_twoclass_pr: no visible binding for global variable ‘.threshold’
   plot_twoclass_pr: no visible global function definition for ‘arrange’
   plot_twoclass_pr: no visible binding for global variable ‘delta’
   plot_twoclass_pr: no visible global function definition for ‘slice’
   plot_twoclass_pr: no visible global function definition for ‘autoplot’
   plot_twoclass_pr: no visible global function definition for
     ‘geom_point’
   plot_twoclass_pr: no visible global function definition for ‘aes’
   plot_twoclass_pr: no visible binding for global variable ‘specificity’
   plot_twoclass_pr: no visible binding for global variable ‘sensitivity’
   plot_twoclass_pred_factorcol: no visible global function definition for
     ‘mutate’
   plot_twoclass_pred_factorcol: no visible global function definition for
     ‘:=’
   plot_twoclass_pred_factorcol: no visible global function definition for
     ‘case_when’
   plot_twoclass_pred_factorcol: no visible global function definition for
     ‘ggplot’
   plot_twoclass_pred_factorcol: no visible global function definition for
     ‘aes’
   plot_twoclass_pred_factorcol: no visible global function definition for
     ‘sym’
   plot_twoclass_pred_factorcol: no visible global function definition for
     ‘geom_point’
   plot_twoclass_pred_factorcol: no visible binding for global variable
     ‘.color’
   plot_twoclass_pred_factorcol: no visible global function definition for
     ‘facet_wrap’
   plot_twoclass_pred_factorcol: no visible global function definition for
     ‘labeller’
   plot_twoclass_pred_factorcol: no visible binding for global variable
     ‘label_both’
   plot_twoclass_pred_factorcol: no visible global function definition for
     ‘scale_color_identity’
   plot_twoclass_pred_factorcol: no visible global function definition for
     ‘labs’
   plot_twoclass_pred_factorcol: no visible global function definition for
     ‘theme_bw’
   plot_twoclass_pred_factorcol: no visible global function definition for
     ‘theme’
   plot_twoclass_pred_factorcol: no visible global function definition for
     ‘ggplotly’
   plot_twoclass_pred_numcol: no visible global function definition for
     ‘mutate’
   plot_twoclass_pred_numcol: no visible global function definition for
     ‘:=’
   plot_twoclass_pred_numcol: no visible global function definition for
     ‘case_when’
   plot_twoclass_pred_numcol: no visible global function definition for
     ‘ggplot’
   plot_twoclass_pred_numcol: no visible global function definition for
     ‘aes’
   plot_twoclass_pred_numcol: no visible global function definition for
     ‘sym’
   plot_twoclass_pred_numcol: no visible global function definition for
     ‘geom_point’
   plot_twoclass_pred_numcol: no visible binding for global variable
     ‘.color’
   plot_twoclass_pred_numcol: no visible global function definition for
     ‘facet_wrap’
   plot_twoclass_pred_numcol: no visible global function definition for
     ‘labeller’
   plot_twoclass_pred_numcol: no visible binding for global variable
     ‘label_both’
   plot_twoclass_pred_numcol: no visible global function definition for
     ‘scale_color_identity’
   plot_twoclass_pred_numcol: no visible global function definition for
     ‘labs’
   plot_twoclass_pred_numcol: no visible global function definition for
     ‘theme_bw’
   plot_twoclass_pred_numcol: no visible global function definition for
     ‘theme’
   plot_twoclass_pred_numcol: no visible global function definition for
     ‘ggplotly’
   plot_twoclass_roc: no visible global function definition for ‘augment’
   plot_twoclass_roc: no visible global function definition for
     ‘roc_curve’
   plot_twoclass_roc: no visible binding for global variable ‘Class’
   plot_twoclass_roc: no visible global function definition for ‘mutate’
   plot_twoclass_roc: no visible binding for global variable ‘.threshold’
   plot_twoclass_roc: no visible global function definition for ‘arrange’
   plot_twoclass_roc: no visible binding for global variable ‘delta’
   plot_twoclass_roc: no visible global function definition for ‘slice’
   plot_twoclass_roc: no visible global function definition for ‘autoplot’
   plot_twoclass_roc: no visible global function definition for
     ‘geom_point’
   plot_twoclass_roc: no visible global function definition for ‘aes’
   plot_twoclass_roc: no visible binding for global variable ‘specificity’
   plot_twoclass_roc: no visible binding for global variable ‘sensitivity’
   Undefined global functions or variables:
     .color .get_tune_outcome_names .pred .pred_class .residual .threshold
     := Class add_rowindex aes arrange augment autoplot case_when
     collect_predictions conf_mat coord_obs_pred delta facet_wrap
     geom_abline geom_histogram geom_point ggplot ggplotly inner_join
     label_both labeller labs lims mutate pr_curve reorder roc_curve
     scale_color_identity select sensitivity slice specificity sym theme
     theme_bw
   Consider adding
     importFrom("stats", "reorder")
   to your NAMESPACE file.
✓  checking Rd files ...
✓  checking Rd metadata ...
✓  checking Rd line widths ...
✓  checking Rd cross-references ...
W  checking for missing documentation entries ...
   Undocumented code objects:
     ‘ad_data_boost_res’ ‘ames_rf_res’ ‘mtcars_spline_res’ ‘volcano_res’
   Undocumented data sets:
     ‘volcano_res’ ‘ames_rf_res’ ‘mtcars_spline_res’ ‘ad_data_boost_res’
   All user-level objects in a package should have documentation entries.
   See chapter ‘Writing R documentation files’ in the ‘Writing R
   Extensions’ manual.
✓  checking for code/documentation mismatches (899ms)
W  checking Rd \usage sections ...
   Undocumented arguments in documentation object 'plot_numeric_res_factorcol'
     ‘dat’ ‘y_name’
   
   Undocumented arguments in documentation object 'plot_numeric_res_numcol'
     ‘dat’ ‘y_name’
   
   Undocumented arguments in documentation object 'plot_numeric_res_pred'
     ‘dat’ ‘y_name’
   
   Undocumented arguments in documentation object 'plot_twoclass_obs_pred'
     ‘event_level’ ‘prob_bins’
   
   Undocumented arguments in documentation object 'plot_twoclass_pr'
     ‘event_level’
   
   Undocumented arguments in documentation object 'plot_twoclass_pred_factorcol'
     ‘event_level’ ‘prob_breaks’ ‘prob_eps’
   
   Undocumented arguments in documentation object 'plot_twoclass_pred_numcol'
     ‘event_level’ ‘prob_breaks’ ‘prob_eps’
   
   Undocumented arguments in documentation object 'plot_twoclass_roc'
     ‘event_level’
   
   Functions with \usage entries need to have the appropriate \alias
   entries, and all their arguments documented.
   The \usage entries must correspond to syntactically valid R code.
   See chapter ‘Writing R documentation files’ in the ‘Writing R
   Extensions’ manual.
✓  checking Rd contents (1s)
✓  checking for unstated dependencies in examples ...
✓  checking contents of ‘data’ directory (1s)
✓  checking data for non-ASCII characters (1.3s)
W  checking LazyData
     LazyData DB of 6.5 MB without LazyDataCompression set
     See §1.1.6 of 'Writing R Extensions'
✓  checking data for ASCII and uncompressed saves ...
W  checking files in ‘vignettes’
   Files in the 'vignettes' directory but no files in 'inst/doc':
     ‘introduction.Rmd’
   Package has no Sweave vignette sources and no VignetteBuilder field.
─  checking examples ... NONE
✓  checking for unstated dependencies in ‘tests’ ...
─  checking tests ...
✓  Running ‘spelling.R’
X  Comparing ‘spelling.Rout’ to ‘spelling.Rout.save’ ...
   6,27d5
   < Potential spelling errors:
   <   WORD        FOUND IN
   < ORCID       shinymodels-package.Rd:16,17
   < factorcol   plot_numeric_res_factorcol.Rd:13
   <             plot_twoclass_pred_factorcol.Rd:26
   < magrittr    pipe.Rd:10,12
   < numcol      plot_numeric_res_numcol.Rd:13
   <             plot_twoclass_pred_numcol.Rd:26
   < pred        plot_numeric_obs_pred.Rd:16
   <             plot_numeric_res_pred.Rd:10
   <             plot_twoclass_conf_mat.Rd:13
   <             plot_twoclass_obs_pred.Rd:14
   <             plot_twoclass_pred_factorcol.Rd:26
   <             plot_twoclass_pred_numcol.Rd:26
   < roc         plot_twoclass_roc.Rd:5,13,16
   < tidymodel   plot_twoclass_pred_numcol.Rd:29
   < twoclass    plot_twoclass_conf_mat.Rd:13
   <             plot_twoclass_obs_pred.Rd:14
   <             plot_twoclass_pr.Rd:13
   <             plot_twoclass_pred_factorcol.Rd:26
   <             plot_twoclass_pred_numcol.Rd:26
   <             plot_twoclass_roc.Rd:13
E  Running ‘testthat.R’ (4.3s)
   Running the tests in ‘tests/testthat.R’ failed.
   Last 13 lines of output:
     Backtrace:
         ▆
      1. ├─testthat::expect_error(organize_data(lin_mod, mtcars), "res_object should be a fit_resamples() object") test-organize_data.R:32:2
      2. │ └─testthat:::expect_condition_matching(...)
      3. │   └─testthat:::quasi_capture(...)
      4. │     ├─testthat:::.capture(...)
      5. │     │ └─base::withCallingHandlers(...)
      6. │     └─rlang::eval_bare(quo_get_expr(.quo), quo_get_env(.quo))
      7. └─shinymodels::organize_data(lin_mod, mtcars)
      8.   ├─tune::collect_predictions(res_object, summarize = TRUE)
      9.   └─tune:::collect_predictions.default(res_object, summarize = TRUE) /Users/max/github/tune/R/collect.R:87:2
     
     [ FAIL 3 | WARN 2 | SKIP 0 | PASS 3 ]
     Error: Test failures
     Execution halted
✓  checking for non-standard things in the check directory
✓  checking for detritus in the temp directory
   
   See
     ‘/Users/max/github/shinymodels.Rcheck/00check.log’
   for details.
   
── R CMD check results ───────────────────────────── shinymodels 0.0.0.9000 ────
Duration: 25.1s

> checking tests ...
  See below...

> checking dependencies in R code ... WARNING
  '::' or ':::' imports not declared from:
    ‘plotly’ ‘rlang’

> checking for missing documentation entries ... WARNING
  Undocumented code objects:
    ‘ad_data_boost_res’ ‘ames_rf_res’ ‘mtcars_spline_res’ ‘volcano_res’
  Undocumented data sets:
    ‘volcano_res’ ‘ames_rf_res’ ‘mtcars_spline_res’ ‘ad_data_boost_res’
  All user-level objects in a package should have documentation entries.
  See chapter ‘Writing R documentation files’ in the ‘Writing R
  Extensions’ manual.

> checking Rd \usage sections ... WARNING
  Undocumented arguments in documentation object 'plot_numeric_res_factorcol'
    ‘dat’ ‘y_name’
  
  Undocumented arguments in documentation object 'plot_numeric_res_numcol'
    ‘dat’ ‘y_name’
  
  Undocumented arguments in documentation object 'plot_numeric_res_pred'
    ‘dat’ ‘y_name’
  
  Undocumented arguments in documentation object 'plot_twoclass_obs_pred'
    ‘event_level’ ‘prob_bins’
  
  Undocumented arguments in documentation object 'plot_twoclass_pr'
    ‘event_level’
  
  Undocumented arguments in documentation object 'plot_twoclass_pred_factorcol'
    ‘event_level’ ‘prob_breaks’ ‘prob_eps’
  
  Undocumented arguments in documentation object 'plot_twoclass_pred_numcol'
    ‘event_level’ ‘prob_breaks’ ‘prob_eps’
  
  Undocumented arguments in documentation object 'plot_twoclass_roc'
    ‘event_level’
  
  Functions with \usage entries need to have the appropriate \alias
  entries, and all their arguments documented.
  The \usage entries must correspond to syntactically valid R code.
  See chapter ‘Writing R documentation files’ in the ‘Writing R
  Extensions’ manual.

> checking LazyData ... WARNING
    LazyData DB of 6.5 MB without LazyDataCompression set
    See §1.1.6 of 'Writing R Extensions'

> checking files in ‘vignettes’ ... WARNING
  Files in the 'vignettes' directory but no files in 'inst/doc':
    ‘introduction.Rmd’
  Package has no Sweave vignette sources and no VignetteBuilder field.

> checking installed package size ... NOTE
    installed size is  6.6Mb
    sub-directories of 1Mb or more:
      data   6.5Mb

> checking DESCRIPTION meta-information ... NOTE
  Malformed Description field: should contain one or more complete sentences.

> checking R code for possible problems ... NOTE
  first_class_prob_name: no visible global function definition for ‘sym’
  organize_data: no visible global function definition for
    ‘.get_tune_outcome_names’
  organize_data: no visible global function definition for
    ‘collect_predictions’
  organize_data: no visible global function definition for ‘mutate’
  organize_data: no visible global function definition for ‘sym’
  organize_data: no visible binding for global variable ‘.pred’
  organize_data: no visible global function definition for ‘inner_join’
  organize_data: no visible global function definition for ‘add_rowindex’
  organize_data: no visible global function definition for ‘select’
  plot_numeric_obs_pred: no visible global function definition for
    ‘ggplot’
  plot_numeric_obs_pred: no visible global function definition for ‘aes’
  plot_numeric_obs_pred: no visible global function definition for ‘sym’
  plot_numeric_obs_pred: no visible binding for global variable ‘.pred’
  plot_numeric_obs_pred: no visible global function definition for
    ‘geom_abline’
  plot_numeric_obs_pred: no visible global function definition for
    ‘geom_point’
  plot_numeric_obs_pred: no visible binding for global variable ‘.color’
  plot_numeric_obs_pred: no visible global function definition for
    ‘scale_color_identity’
  plot_numeric_obs_pred: no visible global function definition for
    ‘coord_obs_pred’
  plot_numeric_obs_pred: no visible global function definition for ‘labs’
  plot_numeric_obs_pred: no visible global function definition for
    ‘theme_bw’
  plot_numeric_obs_pred: no visible global function definition for
    ‘theme’
  plot_numeric_obs_pred: no visible global function definition for
    ‘ggplotly’
  plot_numeric_res_factorcol: no visible global function definition for
    ‘ggplot’
  plot_numeric_res_factorcol: no visible global function definition for
    ‘aes’
  plot_numeric_res_factorcol: no visible global function definition for
    ‘reorder’
  plot_numeric_res_factorcol: no visible global function definition for
    ‘sym’
  plot_numeric_res_factorcol: no visible binding for global variable
    ‘.residual’
  plot_numeric_res_factorcol: no visible global function definition for
    ‘geom_point’
  plot_numeric_res_factorcol: no visible global function definition for
    ‘geom_abline’
  plot_numeric_res_factorcol: no visible binding for global variable
    ‘.color’
  plot_numeric_res_factorcol: no visible global function definition for
    ‘scale_color_identity’
  plot_numeric_res_factorcol: no visible global function definition for
    ‘coord_obs_pred’
  plot_numeric_res_factorcol: no visible global function definition for
    ‘labs’
  plot_numeric_res_factorcol: no visible global function definition for
    ‘theme_bw’
  plot_numeric_res_factorcol: no visible global function definition for
    ‘theme’
  plot_numeric_res_factorcol: no visible global function definition for
    ‘ggplotly’
  plot_numeric_res_numcol: no visible global function definition for
    ‘ggplot’
  plot_numeric_res_numcol: no visible global function definition for
    ‘aes’
  plot_numeric_res_numcol: no visible global function definition for
    ‘sym’
  plot_numeric_res_numcol: no visible binding for global variable
    ‘.residual’
  plot_numeric_res_numcol: no visible global function definition for
    ‘geom_abline’
  plot_numeric_res_numcol: no visible global function definition for
    ‘geom_point’
  plot_numeric_res_numcol: no visible binding for global variable
    ‘.color’
  plot_numeric_res_numcol: no visible global function definition for
    ‘scale_color_identity’
  plot_numeric_res_numcol: no visible global function definition for
    ‘coord_obs_pred’
  plot_numeric_res_numcol: no visible global function definition for
    ‘labs’
  plot_numeric_res_numcol: no visible global function definition for
    ‘theme_bw’
  plot_numeric_res_numcol: no visible global function definition for
    ‘theme’
  plot_numeric_res_numcol: no visible global function definition for
    ‘ggplotly’
  plot_numeric_res_pred: no visible global function definition for
    ‘ggplot’
  plot_numeric_res_pred: no visible global function definition for ‘aes’
  plot_numeric_res_pred: no visible global function definition for ‘sym’
  plot_numeric_res_pred: no visible binding for global variable
    ‘.residual’
  plot_numeric_res_pred: no visible global function definition for
    ‘geom_abline’
  plot_numeric_res_pred: no visible global function definition for
    ‘geom_point’
  plot_numeric_res_pred: no visible binding for global variable ‘.color’
  plot_numeric_res_pred: no visible global function definition for
    ‘scale_color_identity’
  plot_numeric_res_pred: no visible global function definition for
    ‘coord_obs_pred’
  plot_numeric_res_pred: no visible global function definition for ‘labs’
  plot_numeric_res_pred: no visible global function definition for
    ‘theme_bw’
  plot_numeric_res_pred: no visible global function definition for
    ‘theme’
  plot_numeric_res_pred: no visible global function definition for
    ‘ggplotly’
  plot_twoclass_conf_mat: no visible global function definition for
    ‘augment’
  plot_twoclass_conf_mat: no visible global function definition for
    ‘conf_mat’
  plot_twoclass_conf_mat: no visible binding for global variable ‘Class’
  plot_twoclass_conf_mat: no visible binding for global variable
    ‘.pred_class’
  plot_twoclass_conf_mat: no visible global function definition for
    ‘autoplot’
  plot_twoclass_obs_pred: no visible global function definition for
    ‘augment’
  plot_twoclass_obs_pred: no visible global function definition for
    ‘ggplot’
  plot_twoclass_obs_pred: no visible global function definition for ‘aes’
  plot_twoclass_obs_pred: no visible global function definition for
    ‘geom_histogram’
  plot_twoclass_obs_pred: no visible global function definition for
    ‘facet_wrap’
  plot_twoclass_obs_pred: no visible global function definition for
    ‘labeller’
  plot_twoclass_obs_pred: no visible binding for global variable
    ‘label_both’
  plot_twoclass_obs_pred: no visible global function definition for
    ‘labs’
  plot_twoclass_obs_pred: no visible global function definition for
    ‘lims’
  plot_twoclass_pr: no visible global function definition for ‘augment’
  plot_twoclass_pr: no visible global function definition for ‘pr_curve’
  plot_twoclass_pr: no visible binding for global variable ‘Class’
  plot_twoclass_pr: no visible global function definition for ‘mutate’
  plot_twoclass_pr: no visible binding for global variable ‘.threshold’
  plot_twoclass_pr: no visible global function definition for ‘arrange’
  plot_twoclass_pr: no visible binding for global variable ‘delta’
  plot_twoclass_pr: no visible global function definition for ‘slice’
  plot_twoclass_pr: no visible global function definition for ‘autoplot’
  plot_twoclass_pr: no visible global function definition for
    ‘geom_point’
  plot_twoclass_pr: no visible global function definition for ‘aes’
  plot_twoclass_pr: no visible binding for global variable ‘specificity’
  plot_twoclass_pr: no visible binding for global variable ‘sensitivity’
  plot_twoclass_pred_factorcol: no visible global function definition for
    ‘mutate’
  plot_twoclass_pred_factorcol: no visible global function definition for
    ‘:=’
  plot_twoclass_pred_factorcol: no visible global function definition for
    ‘case_when’
  plot_twoclass_pred_factorcol: no visible global function definition for
    ‘ggplot’
  plot_twoclass_pred_factorcol: no visible global function definition for
    ‘aes’
  plot_twoclass_pred_factorcol: no visible global function definition for
    ‘sym’
  plot_twoclass_pred_factorcol: no visible global function definition for
    ‘geom_point’
  plot_twoclass_pred_factorcol: no visible binding for global variable
    ‘.color’
  plot_twoclass_pred_factorcol: no visible global function definition for
    ‘facet_wrap’
  plot_twoclass_pred_factorcol: no visible global function definition for
    ‘labeller’
  plot_twoclass_pred_factorcol: no visible binding for global variable
    ‘label_both’
  plot_twoclass_pred_factorcol: no visible global function definition for
    ‘scale_color_identity’
  plot_twoclass_pred_factorcol: no visible global function definition for
    ‘labs’
  plot_twoclass_pred_factorcol: no visible global function definition for
    ‘theme_bw’
  plot_twoclass_pred_factorcol: no visible global function definition for
    ‘theme’
  plot_twoclass_pred_factorcol: no visible global function definition for
    ‘ggplotly’
  plot_twoclass_pred_numcol: no visible global function definition for
    ‘mutate’
  plot_twoclass_pred_numcol: no visible global function definition for
    ‘:=’
  plot_twoclass_pred_numcol: no visible global function definition for
    ‘case_when’
  plot_twoclass_pred_numcol: no visible global function definition for
    ‘ggplot’
  plot_twoclass_pred_numcol: no visible global function definition for
    ‘aes’
  plot_twoclass_pred_numcol: no visible global function definition for
    ‘sym’
  plot_twoclass_pred_numcol: no visible global function definition for
    ‘geom_point’
  plot_twoclass_pred_numcol: no visible binding for global variable
    ‘.color’
  plot_twoclass_pred_numcol: no visible global function definition for
    ‘facet_wrap’
  plot_twoclass_pred_numcol: no visible global function definition for
    ‘labeller’
  plot_twoclass_pred_numcol: no visible binding for global variable
    ‘label_both’
  plot_twoclass_pred_numcol: no visible global function definition for
    ‘scale_color_identity’
  plot_twoclass_pred_numcol: no visible global function definition for
    ‘labs’
  plot_twoclass_pred_numcol: no visible global function definition for
    ‘theme_bw’
  plot_twoclass_pred_numcol: no visible global function definition for
    ‘theme’
  plot_twoclass_pred_numcol: no visible global function definition for
    ‘ggplotly’
  plot_twoclass_roc: no visible global function definition for ‘augment’
  plot_twoclass_roc: no visible global function definition for
    ‘roc_curve’
  plot_twoclass_roc: no visible binding for global variable ‘Class’
  plot_twoclass_roc: no visible global function definition for ‘mutate’
  plot_twoclass_roc: no visible binding for global variable ‘.threshold’
  plot_twoclass_roc: no visible global function definition for ‘arrange’
  plot_twoclass_roc: no visible binding for global variable ‘delta’
  plot_twoclass_roc: no visible global function definition for ‘slice’
  plot_twoclass_roc: no visible global function definition for ‘autoplot’
  plot_twoclass_roc: no visible global function definition for
    ‘geom_point’
  plot_twoclass_roc: no visible global function definition for ‘aes’
  plot_twoclass_roc: no visible binding for global variable ‘specificity’
  plot_twoclass_roc: no visible binding for global variable ‘sensitivity’
  Undefined global functions or variables:
    .color .get_tune_outcome_names .pred .pred_class .residual .threshold
    := Class add_rowindex aes arrange augment autoplot case_when
    collect_predictions conf_mat coord_obs_pred delta facet_wrap
    geom_abline geom_histogram geom_point ggplot ggplotly inner_join
    label_both labeller labs lims mutate pr_curve reorder roc_curve
    scale_color_identity select sensitivity slice specificity sym theme
    theme_bw
  Consider adding
    importFrom("stats", "reorder")
  to your NAMESPACE file.

── Test failures ───────────────────────────────────────────────── testthat ────

> library(testthat)
Warning message:
Can't find generic `testthat_print` in package testthat to register S3 method.
i This message is only shown to developers using devtools.
i Do you need to update testthat to the latest version? 
> library(shinymodels)
> 
> test_check("shinymodels")
── Attaching packages ────────────────────────────────────── tidymodels 0.1.3 ──
✓ broom        0.7.8          ✓ recipes      0.1.16    
✓ dials        0.0.9.9000     ✓ rsample      0.1.0     
✓ dplyr        1.0.7          ✓ tibble       3.1.2     
✓ ggplot2      3.3.4          ✓ tidyr        1.1.3     
✓ infer        0.5.4          ✓ tune         0.1.5.9001
✓ modeldata    0.1.0          ✓ workflows    0.2.2.9000
✓ parsnip      0.1.6.9000     ✓ workflowsets 0.0.2.9000
✓ purrr        0.3.4          ✓ yardstick    0.0.8     
── Conflicts ───────────────────────────────────────── tidymodels_conflicts() ──
x purrr::discard() masks scales::discard()
x dplyr::filter()  masks stats::filter()
x purrr::is_null() masks testthat::is_null()
x dplyr::lag()     masks stats::lag()
x tidyr::matches() masks rsample::matches(), dplyr::matches(), testthat::matches()
x recipes::step()  masks stats::step()
• Use tidymodels_prefer() to resolve common conflicts.
══ Warnings ════════════════════════════════════════════════════════════════════
── Warning (test-first_level.R:5:1): (code run outside of `test_that()`) ───────
data set 'ad_data' not found
Backtrace:
 1. utils::data(ad_data) test-first_level.R:5:0
── Warning (test-first_level_prob_name.R:5:1): (code run outside of `test_that()`) ──
data set 'ad_data' not found
Backtrace:
 1. utils::data(ad_data) test-first_level_prob_name.R:5:0

══ Failed tests ════════════════════════════════════════════════════════════════
── Error (test-first_level.R:7:1): (code run outside of `test_that()`) ─────────
Error: could not find function ".get_tune_outcome_names"
Backtrace:
    ▆
 1. └─shinymodels::organize_data(ad_data_boost_res, ad_data) test-first_level.R:7:0
── Error (test-first_level_prob_name.R:7:1): (code run outside of `test_that()`) ──
Error: could not find function ".get_tune_outcome_names"
Backtrace:
    ▆
 1. └─shinymodels::organize_data(ad_data_boost_res, ad_data) test-first_level_prob_name.R:7:0
── Error (test-organize_data.R:32:3): can accurately organize data ─────────────
Error: No `collect_predictions()` exists for this type of object.
Backtrace:
    ▆
 1. ├─testthat::expect_error(organize_data(lin_mod, mtcars), "res_object should be a fit_resamples() object") test-organize_data.R:32:2
 2. │ └─testthat:::expect_condition_matching(...)
 3. │   └─testthat:::quasi_capture(...)
 4. │     ├─testthat:::.capture(...)
 5. │     │ └─base::withCallingHandlers(...)
 6. │     └─rlang::eval_bare(quo_get_expr(.quo), quo_get_env(.quo))
 7. └─shinymodels::organize_data(lin_mod, mtcars)
 8.   ├─tune::collect_predictions(res_object, summarize = TRUE)
 9.   └─tune:::collect_predictions.default(res_object, summarize = TRUE) /Users/max/github/tune/R/collect.R:87:2

[ FAIL 3 | WARN 2 | SKIP 0 | PASS 3 ]
Error: Test failures
Execution halted

1 error x | 5 warnings x | 3 notes x
Error: R CMD check found ERRORs

Execution halted

Exited with status 1.

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